{"id":"https://openalex.org/W4407950438","doi":"https://doi.org/10.1109/fie61694.2024.10892893","title":"WIP: Python for Everyone as a Mathematics GE Course: Broaden Participation and Enhance Data Science Career Pipeline","display_name":"WIP: Python for Everyone as a Mathematics GE Course: Broaden Participation and Enhance Data Science Career Pipeline","publication_year":2024,"publication_date":"2024-10-13","ids":{"openalex":"https://openalex.org/W4407950438","doi":"https://doi.org/10.1109/fie61694.2024.10892893"},"language":"en","primary_location":{"id":"doi:10.1109/fie61694.2024.10892893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10892893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101969080","display_name":"Wendy Lee","orcid":"https://orcid.org/0000-0002-8421-0536"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wendy Lee","raw_affiliation_strings":["San José State University,Department of Computer Science,San José,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"San José State University,Department of Computer Science,San José,CA,USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021884742","display_name":"Melody Moh","orcid":"https://orcid.org/0000-0002-8313-6645"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melody Moh","raw_affiliation_strings":["San José State University,Department of Computer Science,San José,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"San José State University,Department of Computer Science,San José,CA,USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116424442","display_name":"Rula Khayrallah","orcid":null},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rula Khayrallah","raw_affiliation_strings":["San José State University,Department of Computer Science,San José,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"San José State University,Department of Computer Science,San José,CA,USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035322852","display_name":"Nada Attar","orcid":"https://orcid.org/0000-0002-4335-543X"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nada Attar","raw_affiliation_strings":["San José State University,Department of Computer Science,San José,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"San José State University,Department of Computer Science,San José,CA,USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104129908","display_name":"Kathy Lam","orcid":null},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathy Lam","raw_affiliation_strings":["San José State University,Department of Computer Science,San José,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"San José State University,Department of Computer Science,San José,CA,USA","institution_ids":["https://openalex.org/I51504820"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51504820"],"apc_list":null,"apc_paid":null,"fwci":1.778,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8819556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9164999723434448,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9164999723434448,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.7419412136077881},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5925562977790833},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.558758020401001},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5183092951774597},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.507199764251709},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3997967839241028},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23413223028182983},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20973241329193115},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1556016504764557}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7419412136077881},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5925562977790833},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.558758020401001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5183092951774597},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.507199764251709},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3997967839241028},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23413223028182983},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20973241329193115},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1556016504764557},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie61694.2024.10892893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10892893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322429","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1995195858","https://openalex.org/W2029983949","https://openalex.org/W2044096641","https://openalex.org/W2121133761","https://openalex.org/W2516983423","https://openalex.org/W2739150868","https://openalex.org/W2917146538","https://openalex.org/W2964048633","https://openalex.org/W3009117745","https://openalex.org/W3010490366","https://openalex.org/W3010492879","https://openalex.org/W3010582789","https://openalex.org/W3045234749","https://openalex.org/W3082150784","https://openalex.org/W3129280360","https://openalex.org/W3133857661","https://openalex.org/W3135727349","https://openalex.org/W3138506473","https://openalex.org/W3203232271","https://openalex.org/W3214562670","https://openalex.org/W3215065680","https://openalex.org/W4200005184","https://openalex.org/W4205276481","https://openalex.org/W4213271314","https://openalex.org/W4224298556","https://openalex.org/W4284890295","https://openalex.org/W4285205990","https://openalex.org/W4311187296","https://openalex.org/W4313245140","https://openalex.org/W4381547921","https://openalex.org/W4407950000","https://openalex.org/W6737008168"],"related_works":["https://openalex.org/W4318717247","https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W4287027380","https://openalex.org/W3193760048","https://openalex.org/W4285822516"],"abstract_inverted_index":{"This":[0,165],"work-in-progress":[1],"(research-to-practice)":[2],"paper":[3,166,308],"describes":[4],"our":[5,113,267],"approach":[6],"to":[7,25,58,117,136,210,249,265,275,316],"designing":[8],"a":[9,78,103,109,236,247,285,310],"General":[10],"Education":[11],"(GE)":[12],"Math":[13],"course,":[14,98,268],"aimed":[15],"at":[16],"enabling":[17],"students":[18,123,149,206,332],"not":[19],"majoring":[20],"in":[21,31,162,195,212,222,228,252,296,326],"Computer":[22],"Science":[23,60],"(CS)":[24],"learn":[26],"and":[27,48,51,62,80,108,138,141,157,175,183,199,226,245,254,263,289,299,322,329],"apply":[28],"computer":[29,160],"programming":[30,128,161],"their":[32,56,163],"own":[33],"fields":[34],"of":[35,71,159,187,202,279,293],"study.":[36],"Research":[37],"has":[38],"shown":[39],"that":[40],"underrep-resented":[41],"groups":[42,94],"face":[43],"barriers":[44],"such":[45],"as":[46,235],"economic":[47],"educational":[49,89,298],"disparities,":[50],"cultural":[52],"biases,":[53],"which":[54],"limit":[55],"access":[57,135],"Data":[59],"(DS)":[61],"Artificial":[63],"Intelligence":[64],"(AI)":[65],"education.":[66,230],"Given":[67],"the":[68,74,155,169,176,188,193,200,219,277,291],"rapid":[69],"growth":[70],"these":[72,93,119],"technologies,":[73],"critical":[75],"need":[76],"for":[77,92,100,112,232,284,302,313,331],"diverse":[79],"inclusive":[81,287],"workforce":[82],"is":[83,102,309],"increasingly":[84],"evident.":[85],"To":[86],"address":[87],"this,":[88],"opportunities":[90,301,325],"tailored":[91],"are":[95],"essential.":[96],"Our":[97,256],"Python":[99,231],"Everyone,":[101],"Mathematics/Quantitative":[104],"Reasoning":[105],"GE":[106,318],"offering":[107],"core":[110],"requirement":[111],"BS-DS":[114],"program,":[115],"designed":[116],"meet":[118],"needs.":[120],"It":[121],"welcomes":[122],"from":[124,150,242,333],"all":[125],"disciplines,":[126,282],"integrating":[127],"skills":[129],"with":[130],"mathematical":[131],"concepts,":[132],"thereby":[133],"democratizing":[134],"DS":[137,229,253,280],"AI":[139,330],"skills,":[140],"fostering":[142,223],"interdisciplinary":[143],"collaboration.":[144],"The":[145],"course":[146,295],"design":[147],"ensures":[148],"various":[151],"majors":[152],"can":[153],"recognize":[154],"relevance":[156,278],"application":[158],"fields.":[164],"delves":[167],"into":[168],"curriculum's":[170],"theoretical":[171],"foun-dations,":[172],"its":[173],"structure,":[174],"outcomes.":[177],"Notable":[178],"achievements":[179],"include":[180],"enhanced":[181],"gender":[182],"diversity":[184],"representation:":[185],"39%":[186],"participants":[189],"were":[190],"female,":[191],"surpassing":[192],"25%":[194],"traditional":[196],"CS":[197,214],"majors,":[198],"enrollment":[201],"underrepresented":[203,243,334],"minority":[204],"(URM)":[205],"reached":[207],"19%,":[208],"compared":[209],"7%":[211],"typical":[213],"courses.":[215],"These":[216],"outcomes":[217],"demonstrate":[218],"course's":[220],"effectiveness":[221],"diversity,":[224],"inclusion,":[225],"accessibility":[227],"Everyone":[233],"serves":[234],"pioneering":[237],"model,":[238],"guiding":[239],"students,":[240],"particularly":[241],"backgrounds,":[244],"providing":[246],"pathway":[248],"successful":[250],"careers":[251],"AI.":[255],"ongoing":[257],"efforts":[258],"involve":[259],"conducting":[260],"more":[261,272,286],"surveys":[262],"assessments":[264],"refine":[266],"focusing":[269],"on":[270],"incorporating":[271],"real-world":[273],"applications":[274],"highlight":[276],"across":[281],"aiming":[283],"workforce,":[288],"assessing":[290],"impact":[292],"this":[294,307],"enhancing":[297,317],"career":[300,324],"URM":[303],"students.":[304],"We":[305],"believe":[306],"valuable":[311],"resource":[312],"educators":[314],"dedicated":[315],"quantitative":[319],"reasoning":[320],"courses":[321],"broadening":[323],"CS,":[327],"DS,":[328],"groups.":[335]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}